Abstract
A maintenance model under Markovian deterioration is developed in which maintenance and replacement actions are permitted and states are completely observable. The optimal policy for the case where the effect of maintenance actions is stochastic is shown to have a monotonic control limit structure. The special case where maintenance actions are deterministic is also discussed and the effect of alternate modeling assumptions is considered.
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